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https://gitee.com/mirrors_PX4/PX4-Autopilot.git
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move ecl L1, TECS, and data validator to PX4/Firmware
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/****************************************************************************
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*
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* Copyright (c) 2015-2020 PX4 Development Team. All rights reserved.
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*
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* Redistribution and use in source and binary forms, with or without
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* modification, are permitted provided that the following conditions
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* are met:
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*
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* 1. Redistributions of source code must retain the above copyright
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* notice, this list of conditions and the following disclaimer.
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* 2. Redistributions in binary form must reproduce the above copyright
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* notice, this list of conditions and the following disclaimer in
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* the documentation and/or other materials provided with the
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* distribution.
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* 3. Neither the name PX4 nor the names of its contributors may be
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* used to endorse or promote products derived from this software
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* without specific prior written permission.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
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* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
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* COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
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* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
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* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS
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* OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED
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* AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
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* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
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* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
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* POSSIBILITY OF SUCH DAMAGE.
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*
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****************************************************************************/
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/**
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* @file DataValidatorGroup.cpp
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*
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* A data validation group to identify anomalies in data streams
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*
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* @author Lorenz Meier <lorenz@px4.io>
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*/
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#include "DataValidatorGroup.hpp"
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#include <px4_platform_common/log.h>
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#include <float.h>
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DataValidatorGroup::DataValidatorGroup(unsigned siblings)
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{
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DataValidator *next = nullptr;
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DataValidator *prev = nullptr;
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for (unsigned i = 0; i < siblings; i++) {
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next = new DataValidator();
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if (i == 0) {
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_first = next;
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} else {
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prev->setSibling(next);
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}
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prev = next;
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}
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_last = next;
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if (_first) {
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_timeout_interval_us = _first->get_timeout();
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}
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}
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DataValidatorGroup::~DataValidatorGroup()
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{
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while (_first) {
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DataValidator *next = _first->sibling();
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delete (_first);
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_first = next;
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}
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}
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DataValidator *DataValidatorGroup::add_new_validator()
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{
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DataValidator *validator = new DataValidator();
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if (!validator) {
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return nullptr;
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}
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_last->setSibling(validator);
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_last = validator;
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_last->set_timeout(_timeout_interval_us);
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return _last;
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}
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void DataValidatorGroup::set_timeout(uint32_t timeout_interval_us)
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{
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DataValidator *next = _first;
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while (next != nullptr) {
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next->set_timeout(timeout_interval_us);
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next = next->sibling();
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}
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_timeout_interval_us = timeout_interval_us;
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}
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void DataValidatorGroup::set_equal_value_threshold(uint32_t threshold)
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{
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DataValidator *next = _first;
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while (next != nullptr) {
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next->set_equal_value_threshold(threshold);
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next = next->sibling();
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}
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}
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void DataValidatorGroup::put(unsigned index, uint64_t timestamp, const float val[3], uint64_t error_count,
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int priority)
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{
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DataValidator *next = _first;
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unsigned i = 0;
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while (next != nullptr) {
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if (i == index) {
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next->put(timestamp, val, error_count, priority);
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break;
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}
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next = next->sibling();
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i++;
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}
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}
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float *DataValidatorGroup::get_best(uint64_t timestamp, int *index)
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{
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DataValidator *next = _first;
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// XXX This should eventually also include voting
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int pre_check_best = _curr_best;
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float pre_check_confidence = 1.0f;
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int pre_check_prio = -1;
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float max_confidence = -1.0f;
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int max_priority = -1000;
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int max_index = -1;
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DataValidator *best = nullptr;
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int i = 0;
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while (next != nullptr) {
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float confidence = next->confidence(timestamp);
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if (i == pre_check_best) {
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pre_check_prio = next->priority();
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pre_check_confidence = confidence;
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}
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/*
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* Switch if:
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* 1) the confidence is higher and priority is equal or higher
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* 2) the confidence is no less than 1% different and the priority is higher
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*/
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if ((((max_confidence < MIN_REGULAR_CONFIDENCE) && (confidence >= MIN_REGULAR_CONFIDENCE)) ||
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(confidence > max_confidence && (next->priority() >= max_priority)) ||
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(fabsf(confidence - max_confidence) < 0.01f && (next->priority() > max_priority))) &&
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(confidence > 0.0f)) {
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max_index = i;
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max_confidence = confidence;
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max_priority = next->priority();
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best = next;
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}
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next = next->sibling();
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i++;
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}
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/* the current best sensor is not matching the previous best sensor,
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* or the only sensor went bad */
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if (max_index != _curr_best || ((max_confidence < FLT_EPSILON) && (_curr_best >= 0))) {
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bool true_failsafe = true;
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/* check whether the switch was a failsafe or preferring a higher priority sensor */
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if (pre_check_prio != -1 && pre_check_prio < max_priority &&
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fabsf(pre_check_confidence - max_confidence) < 0.1f) {
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/* this is not a failover */
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true_failsafe = false;
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/* reset error flags, this is likely a hotplug sensor coming online late */
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if (best != nullptr) {
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best->reset_state();
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}
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}
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/* if we're no initialized, initialize the bookkeeping but do not count a failsafe */
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if (_curr_best < 0) {
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_prev_best = max_index;
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} else {
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/* we were initialized before, this is a real failsafe */
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_prev_best = pre_check_best;
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if (true_failsafe) {
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_toggle_count++;
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/* if this is the first time, log when we failed */
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if (_first_failover_time == 0) {
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_first_failover_time = timestamp;
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}
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}
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}
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/* for all cases we want to keep a record of the best index */
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_curr_best = max_index;
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}
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*index = max_index;
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return (best) ? best->value() : nullptr;
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}
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void DataValidatorGroup::print()
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{
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PX4_INFO("validator: best: %d, prev best: %d, failsafe: %s (%u events)", _curr_best, _prev_best,
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(_toggle_count > 0) ? "YES" : "NO", _toggle_count);
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DataValidator *next = _first;
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unsigned i = 0;
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while (next != nullptr) {
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if (next->used()) {
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uint32_t flags = next->state();
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PX4_INFO("sensor #%u, prio: %d, state:%s%s%s%s%s%s", i, next->priority(),
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((flags & DataValidator::ERROR_FLAG_NO_DATA) ? " OFF" : ""),
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((flags & DataValidator::ERROR_FLAG_STALE_DATA) ? " STALE" : ""),
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((flags & DataValidator::ERROR_FLAG_TIMEOUT) ? " TOUT" : ""),
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((flags & DataValidator::ERROR_FLAG_HIGH_ERRCOUNT) ? " ECNT" : ""),
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((flags & DataValidator::ERROR_FLAG_HIGH_ERRDENSITY) ? " EDNST" : ""),
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((flags == DataValidator::ERROR_FLAG_NO_ERROR) ? " OK" : ""));
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next->print();
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}
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next = next->sibling();
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i++;
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}
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}
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int DataValidatorGroup::failover_index()
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{
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DataValidator *next = _first;
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unsigned i = 0;
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while (next != nullptr) {
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if (next->used() && (next->state() != DataValidator::ERROR_FLAG_NO_ERROR) &&
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(i == (unsigned)_prev_best)) {
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return i;
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}
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next = next->sibling();
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i++;
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}
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return -1;
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}
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uint32_t DataValidatorGroup::failover_state()
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{
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DataValidator *next = _first;
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unsigned i = 0;
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while (next != nullptr) {
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if (next->used() && (next->state() != DataValidator::ERROR_FLAG_NO_ERROR) &&
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(i == (unsigned)_prev_best)) {
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return next->state();
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}
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next = next->sibling();
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i++;
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}
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return DataValidator::ERROR_FLAG_NO_ERROR;
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}
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uint32_t DataValidatorGroup::get_sensor_state(unsigned index)
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{
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DataValidator *next = _first;
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unsigned i = 0;
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while (next != nullptr) {
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if (i == index) {
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return next->state();
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}
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next = next->sibling();
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i++;
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}
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// sensor index not found
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return UINT32_MAX;
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}
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